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Getting Started with LangChain: A Beginner’s Guide to Smarter AI

  • LangChain is a framework that empowers developers to build applications with Large Language Models (LLMs) while retaining control and flexibility.
  • LangChain enables the creation of smarter applications, like intelligent assistants that can remember past interactions, retrieve data from company documents, and perform follow-up tasks with minimal code.
  • The framework allows for the creation of prompt templates to guide AI responses and implements vector stores to convert unstructured data into numbers for efficient storage and retrieval.
  • Utilizing chains, LangChain combines multiple steps to execute tasks effectively, enhancing AI applications' contextuality and human-like interactions.

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